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Lakhansing Pardeshi

@lakhanp01

PhD Candidate | Pangenomics, Bioinformatics πŸ’», Pathogen evolution 🦠, MGEs | @w-u-r.bsky.social

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23.03.2025
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Latest posts by Lakhansing Pardeshi @lakhanp01

At long last, my final PhD chapter is out: we developed a novel evolutionary simulator of bacterial pangenomes, Pansim, fitting it to data from >600K genomes using a likelihood-free framework, PopPUNK-mod, to explore neutral and adaptive pangenome dynamics www.biorxiv.org/content/10.6...

07.02.2026 10:08 πŸ‘ 45 πŸ” 18 πŸ’¬ 2 πŸ“Œ 1
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The paradox of immune systems conservation between prokaryotes and eukaryotes - Nature Reviews Microbiology The widespread prokaryotic immune systems, in particular restriction–modification, CRISPR–Cas and defensive toxin–antitoxin systems, are absent in eukaryotes, whereas relatively rare ones, such as Arg...

Aude Bernheim @audeber.bsky.social and Eugene Koonin discuss one of most interesting questions in the field connecting bacterial and animal immunity!

www.nature.com/articles/s41...

06.02.2026 15:15 πŸ‘ 79 πŸ” 40 πŸ’¬ 3 πŸ“Œ 1
A comprehensive catalogue of receptor-binding domains in extracellular contractile injection systems - Nature Communications Extracellular contractile injection systems (eCISs) are bacteriophage tail-derived toxin delivery complexes that are present in many prokaryotes. Here, the authors present an analysis of eCIS tail fib...

A new paper from the lab on virus-like particles called eCISs www.nature.com/articles/s41...

How bacteria evolved thousands of precision nanoinjectors?

Some bacteria don’t secrete toxins β€” they inject them using phage-derived machines called extracellular contractile injection systems (eCISs).

26.01.2026 13:26 πŸ‘ 41 πŸ” 27 πŸ’¬ 3 πŸ“Œ 0
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Read the full transcript of Carney’s speech to World Economic Forum - National | Globalnews.ca Prime Minister Mark Carney gave a forceful speech in Davos, Switzerland, on the 'new world order' and how middle powers like Canada can benefit by working together.

The Carney speech is worth reading in full: globalnews.ca/news/1162087...

20.01.2026 20:42 πŸ‘ 717 πŸ” 262 πŸ’¬ 9 πŸ“Œ 61

Merry X-SMASH!
My first first author paper is out on bioRxiv! πŸ–₯

We present epsSMASH, a comprehensive and high-throughput tool for predicting exopolysaccharide (exoPS) biosynthetic gene clusters (BGCs) in bacterial genomes 🦠🧬🧫
1/8

24.12.2025 12:48 πŸ‘ 57 πŸ” 21 πŸ’¬ 3 πŸ“Œ 3

Thrilled to share our new review online with
@scottvedwards.bsky.social in @Trends Ecol & Evo! β€œpangenomics is rapidly transforming our ability to dissect the genetic basis of ecological and evolutionary change in natural systems.”

26.12.2025 16:20 πŸ‘ 13 πŸ” 6 πŸ’¬ 0 πŸ“Œ 0
ID 1208490 - BioProject - NCBI A BioProject is a collection of biological data related to a single initiative, originating from a single organization or from a consortium. A BioProject record provides users a single place to find l...

Test on Curtobacterium flaccumfaciens pv. flaccumfaciens genomes: www.ncbi.nlm.nih.gov/bioproject/P...

23.12.2025 15:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Release Heading into the sunset Β· tseemann/prokka The future This is probably the last release of Prokka. I won't be making any code changes except bug fixes. I will update the databases occasionally. I strongly recommend you use Bakta by @oschwen...

πŸ’Ύ Prokka 1.15.6 is released!

This is the last major release of Prokka. But don't be sad, because @oschwengers.bsky.social already has an excellent replacement called Bakta you can migrate to.
#bioinformatics #microbiology #genomics

github.com/tseemann/pro...

15.12.2025 21:09 πŸ‘ 117 πŸ” 60 πŸ’¬ 3 πŸ“Œ 2
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Life Identification Numbers: A bacterial strain nomenclature approach Unified strain taxonomies are needed for the epidemiological surveillance of bacterial pathogens and international communication in microbiological research. Core genome multilocus sequence typing (cg...

Huge preprint if you are interested in bacterial strain taxonomy! The why and how of cgMLST LIN codes: An extensively revised and expanded version doi.org/10.1101/2024... I will summarize it for you in this thread πŸ‘‡

30.11.2025 19:51 πŸ‘ 60 πŸ” 36 πŸ’¬ 3 πŸ“Œ 2
Figure 1: (A) Anchor-based merging requires a common sequence (red) present in each partition. Multi-MUMs are merged by identifying overlaps between partition-specific matches in the anchor coordinate space, and a uniqueness threshold determines if a MUM is still unique in each partition after truncation. (B) String-based merging enables compu- tation of multi-MUMs between partitions without a common sequence. An example tree (left) is shown, highlighting the use case where partial multi-MUMs specific to internal nodes (starred) can be computed by merging subclade-based partitions up a tree. (right) MUM overlaps are computed by running Mumemto on the MUM sequences, and the uniqueness threshold array ensures overlaps remain unique across the merged dataset. (C) An example Burrows-Wheeler Transform (BWT), matrix (BWM), and Longest Com- mon Prefix (LCP) array, with sequence IDs for each suffix shown (ID). A non-maximal unique match (UM) is shown, and the uniqueness threshold for this match is found us- ing the flanking LCP values. (D) A partial multi-MUM (in blue) is found in all-but-one sequence (excluded in red). Using two anchor sequences (red and orange), all-but-one partial MUMs can be computed using an augmented anchor-based merging method (sec- tion 2.6).

Figure 1: (A) Anchor-based merging requires a common sequence (red) present in each partition. Multi-MUMs are merged by identifying overlaps between partition-specific matches in the anchor coordinate space, and a uniqueness threshold determines if a MUM is still unique in each partition after truncation. (B) String-based merging enables compu- tation of multi-MUMs between partitions without a common sequence. An example tree (left) is shown, highlighting the use case where partial multi-MUMs specific to internal nodes (starred) can be computed by merging subclade-based partitions up a tree. (right) MUM overlaps are computed by running Mumemto on the MUM sequences, and the uniqueness threshold array ensures overlaps remain unique across the merged dataset. (C) An example Burrows-Wheeler Transform (BWT), matrix (BWM), and Longest Com- mon Prefix (LCP) array, with sequence IDs for each suffix shown (ID). A non-maximal unique match (UM) is shown, and the uniqueness threshold for this match is found us- ing the flanking LCP values. (D) A partial multi-MUM (in blue) is found in all-but-one sequence (excluded in red). Using two anchor sequences (red and orange), all-but-one partial MUMs can be computed using an augmented anchor-based merging method (sec- tion 2.6).

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Fantastic talk by @vikramshivakumar.bsky.social Mumemtoβ€”Scalable multi-MUM finding for pangenomes
Papers biorxiv.org/content/10.1101/2025.05.20.654611 & doi.org/10.1186/s13059-025-03644-0
Code: github.com/vikshiv/mume...
Very efficient pangenome visualization tool, revealing synteny and variations!

06.11.2025 01:13 πŸ‘ 23 πŸ” 12 πŸ’¬ 1 πŸ“Œ 1
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Labs in bacterial immunity

Hi everyone, a few years ago, we started a list of labs studying bacterial immunty for students, editors, conference organizers... (currently n=79).

Update time ! Send me a message to 1) add your lab or others 2) Correct info
docs.google.com/spreadsheets...
#Phagesky #Microsky

04.11.2025 15:06 πŸ‘ 70 πŸ” 43 πŸ’¬ 13 πŸ“Œ 0
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Non-conjugative plasmids limit their mobility to persist in nature Sabnis et al. explain why non-conjugative plasmids move at a low rate in nature. While increased mobility can easily evolve by incorporating phage DNA into plasmids, this is disadvantageous because it...

Do plasmids really move around that much? Well, maybe not always

Thrilled to have contributed to this story with two of my favourite microbiologists: @jrpenades.bsky.social & @sanmillan.bsky.social

This great work was led by Akshay Sabnis & @wfigueroac3.bsky.social

www.cell.com/cell-reports...

22.10.2025 17:47 πŸ‘ 38 πŸ” 17 πŸ’¬ 1 πŸ“Œ 0
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Movi 2: Fast and Space-Efficient Queries on Pangenomes. #Pangenomes #SequenceQueries #Genomics #Bioinformatics @biorxiv-genomic.bsky.social 🧬 πŸ–₯️
www.biorxiv.org/content/10.1...

21.10.2025 13:49 πŸ‘ 6 πŸ” 5 πŸ’¬ 0 πŸ“Œ 0
Text reads β€œAntibiotic resistance is rising,” with an upward arrow and a β€œ40%” warning icon. Below, a text box says: β€œBetween 2018 and 2023, resistance increased in over 40% of the monitored pathogen–antibiotic combinations, with an annual rise of 5–15%.”

Text reads β€œAntibiotic resistance is rising,” with an upward arrow and a β€œ40%” warning icon. Below, a text box says: β€œBetween 2018 and 2023, resistance increased in over 40% of the monitored pathogen–antibiotic combinations, with an annual rise of 5–15%.”

Between 2018–2023, antibiotic resistance increased in over 40% of the pathogen–antibiotic combinations monitored, with an average annual rise of 5–15%.

Resistance is highest in the WHO South-East Asian & Eastern Mediterranean Regions, where 1 in 3 reported infections were resistant πŸ‘‰ bit.ly/438Ta1u

15.10.2025 08:00 πŸ‘ 102 πŸ” 52 πŸ’¬ 1 πŸ“Œ 7
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Communities of plasmids as strategies for antimicrobial resistance gene survival in wastewater treatment plant effluent - npj Antimicrobials and Resistance npj Antimicrobials and Resistance - Communities of plasmids as strategies for antimicrobial resistance gene survival in wastewater treatment plant effluent

🧬 What if #plasmids weren’t competitors, but cooperators?
A new study in npj Antimicrobials & Resistance shows that many plasmids coexist within the same bacterium β€” and that non-resistant ones survive thanks to those carrying #AMR genes.
#AMR #Plasmids #OneHealth
πŸ”— doi.org/10.1038/s442...

15.10.2025 18:14 πŸ‘ 18 πŸ” 8 πŸ’¬ 0 πŸ“Œ 0
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Unlocking data in Klebsiella lysogens to predict capsular type-specificity of phage depolymerases - Nature Communications Here, the authors exploit the genetic information encoded in Klebsiella prophages to model the interplay between bacteria, prophages, and their depolymerases, using a directed acyclic graph-model and a sequence clustering-based model.

Can we exploit past phage infection events (prophages) to decipher the specificity of phage receptor-binding proteins such as depolymerases?πŸ”Ž Happy to share our recent work at @natcomms.nature.com πŸ”½ #microsky #phagesky

www.nature.com/articles/s41...

08.10.2025 08:59 πŸ‘ 49 πŸ” 26 πŸ’¬ 2 πŸ“Œ 0

#MicroSky

07.10.2025 12:58 πŸ‘ 6 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
Sassy solves approximate string matching: finding all matches of a pattern in a text.

Sassy solves approximate string matching: finding all matches of a pattern in a text.

Sassy is out now!

Ever need to search for approximate matches of short DNA strings?
Sassy is the tool to use!

Available now wherever you get your code

With @rickbitloo.bsky.social

curiouscoding.nl/papers/sassy...
github.com/ragnarGrootK...

18.07.2025 20:20 πŸ‘ 39 πŸ” 22 πŸ’¬ 2 πŸ“Œ 2
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Phages with a broad host range are common across ecosystems - Nature Microbiology Proximity-ligation-based sequencing from 111 samples and 5 environments reveals that a substantial proportion of phages infect multiple species.

In this great new paper, the authors use metagenomic Hi-C to show that #phage with broad host range are fairly common, contrary to the prevailing view on their biology. Cutting edge methods like Hi-C are shedding light on our blind spots in the microbial world.

29.09.2025 17:32 πŸ‘ 11 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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Plasmids link antibiotic resistance genes and phage defense systems in E. coli Phage therapy has been proposed as an alternative to antibiotics to treat resistant infections. However, we have a limited understanding of how antibiotic resistance genes (ARGs) associate with bacter...

New pre-print from my lab!
Plasmids link antibiotic resistance and phage defense.

E.coli plasmids are hotspots for both antibiotic resistance and phage defense. Phage therapy has the potential to accidentally select for antibiotic resistance!!!
#microsky#AMR#phage

www.biorxiv.org/content/10.1....

29.07.2025 13:28 πŸ‘ 68 πŸ” 37 πŸ’¬ 3 πŸ“Œ 1
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Delighted to see our paper studying the evolution of plasmids over the last 100 years, now out! Years of work by Adrian Cazares, also Nick Thomson @sangerinstitute.bsky.social - this version much improved over the preprint. Final version should be open access, apols.
Thread 1/n

25.09.2025 21:28 πŸ‘ 299 πŸ” 154 πŸ’¬ 14 πŸ“Œ 8
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A One Health study of Klebsiella pneumoniae species complex plasmids shows a highly diverse and ecologically adaptable plasmidome Plasmids play a pivotal role in the horizontal gene transfer of antimicrobial resistance (AMR) and virulence determinants among bacteria. Members of the Klebsiella pneumoniae species complex (KpSC) ca...

Super paper from the mighty Mia Winkler, @genomarit.bsky.social and Iren Lohr.
"We have previously shown that there were relatively few strain-sharing events across ecological niches...plasmid-sharing is considerably more common across niches than strain-sharing. "
www.biorxiv.org/content/10.1...

17.09.2025 22:12 πŸ‘ 22 πŸ” 11 πŸ’¬ 0 πŸ“Œ 0
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CompareM2 is a genomes-to-report pipeline for comparing microbial genomes. #MicrobialGenomes #Bioinformatics 🧬 πŸ–₯️
academic.oup.com/bioinformati...

18.09.2025 11:15 πŸ‘ 5 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Identification and Functional Insights into New Phage Tail-Like Bacteriocins (PTLBs) Targeting Pseudomonas aeruginosa as new antimicrobials https://www.biorxiv.org/content/10.1101/2025.08.20.671207v1

21.08.2025 04:16 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Pangenome analysis of transposable element insertion polymorphisms reveals features underlying cold tolerance in rice. #TransposableElements #TE #Pangenomes #RiceGenomes @natcomms.nature.com
www.nature.com/articles/s41...

17.08.2025 19:05 πŸ‘ 23 πŸ” 7 πŸ’¬ 1 πŸ“Œ 0
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Plasmids promote antimicrobial resistance through Insertion Sequence-mediated gene inactivation Antimicrobial Resistance (AMR) is a major threat to public health. Plasmids are mobile genetic elements that can rapidly spread across bacterial populations, promoting the dissemination of AMR genes i...

This is very cool. @sanmillan.bsky.social I wonder to what extend these non-random IS-dynamics are naturally selected for. Could it be the result of a long co-evolutionary history of ISs and bacteria? Are there differences in natural/non-natural antimicrobials?

www.biorxiv.org/content/10.1...

18.08.2025 08:15 πŸ‘ 12 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0
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Protein structure alignment significance is often exaggerated Machine learning has generated millions of high-quality predicted protein structures, creating a need for computationally efficient structure search algorithms and robust estimates of statistical sign...

"We show that unrelated proteins have a universal tendency towards convergent evolution of secondary and tertiary motifs, causing an excess of high-scoring FP alignment... previous methods routinely overestimate significance by up to six orders of magnitude."
www.biorxiv.org/content/10.1...

17.08.2025 22:53 πŸ‘ 52 πŸ” 23 πŸ’¬ 0 πŸ“Œ 2
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Mumemto: efficient maximal matching across pangenomes - Genome Biology Aligning genomes into common coordinates is central to pangenome construction, though computationally expensive. Multi-sequence maximal unique matches (multi-MUMs) help to frame and solve the…

Mumemto: efficient maximal matching across pangenomes. #Pangenomes #VisualizationTool #PangenomeDiagnostic #Bioinformatics #Genomics #GenomeBiology
genomebiology.biomedcentral.com/articles/10....

25.06.2025 10:30 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

The first paper of my PhD is now available as a preprint! πŸŽ‰

Transposable elements (TEs) don't just jump within fungal genomes, they also move extensively between species. In this study, we screened over 1,300 fungal genomes and found a conservative estimate of 5,500+ horizontal transfer events.

20.06.2025 19:39 πŸ‘ 102 πŸ” 45 πŸ’¬ 7 πŸ“Œ 3
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Defence systems drive accessory genome interactions in Pseudomonas aeruginosa As well as undergoing mutational selection, bacterial genomes are shaped by a complex evolutionary interplay among diverse accessory genome elements (AGEs). In this study we define AGEs as encompassin...

Defence Systems are so hot right now πŸ”₯ πŸ”₯ πŸ”₯ so check out our latest preprint to see how DSes contribute to niche adaptation, interact with each other, and drive accessory genome interactions in Pseudomonas aeruginosa 1/n
www.biorxiv.org/content/10.1...

23.05.2025 18:33 πŸ‘ 69 πŸ” 27 πŸ’¬ 2 πŸ“Œ 3